AI 大模型

RAG / 检索增强生成

检索增强生成、向量检索、知识库问答和面向大模型的搜索系统。

2025-09-18 至 2025-09-18 共收录 5 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 5 篇

2509.13603 2025-09-18 cs.IR cs.AI 76%

Modernizing Facebook Scoped Search: Keyword and Embedding Hybrid Retrieval with LLM Evaluation

Yongye Su, Zeya Zhang, Jane Kou, Cheng Ju, Shubhojeet Sarkar, Yamin Wang, Ji Liu, Shengbo Guo

机构 * Meta

专题命中检索器与排序：hybrid retrieval(title)；分类 cs.IR、cs.AI

Comments 5 Pages, work done as Yongye Su's internship project at Meta

2411.06207 2025-09-18 cs.CL 70%

KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models

Zhen Zhang, Xinyu Wang, Yong Jiang, Zile Qiao, Zhuo Chen, Guangyu Li, Feiteng Mu, Mengting Hu, Pengjun Xie, Fei Huang

机构 * College of Software, Nankai University（南开大学软件学院）； Tongyi Lab, Alibaba Group（阿里巴巴集团 Tongyi 实验室）； School of Information Science and Technology, ShanghaiTech University（上海科技大学信息科学与技术学院）

专题命中检索器与排序：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

2503.23512 2025-09-18 cs.CL 70%

SCORE: Story Coherence and Retrieval Enhancement for AI Narratives

Qiang Yi, Yangfan He, Jianhui Wang, Xinyuan Song, ShiYao Qian, Xinhang Yuan, Yi Xin, Yijin Wang, Jingqun Tang, Yuchen Li, Junjiang Lin, Hongyang He, Zhen Tian, Tianxiang Xu, Keqin Li, Kuan Lu, Menghao Huo, Jiaqi Chen, Miao Zhang, Tianyu Shi, Jianyuan Ni

机构 * UCB（加州大学伯克利分校）； UMN（明尼苏达大学）； UESTC（电子科技大学）； Emory（埃默里大学）； UofT（多伦多大学）； WUSTL（华盛顿大学）； NJU（南京大学）； XDU（西安电子科技大学）； ByteDance（字节跳动）； Baidu（百度）； UofWarwick（沃里克大学）； UofGlasgow（格拉斯哥大学）； AMA（美国医学协会）； Google（谷歌）； SCU（四川大学）； THU-SZ（清华大学深圳研究院）； Amazon（亚马逊）； PKU（北京大学）

专题命中检索器与排序：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

2411.18216 2025-09-18 cs.SE cs.CR cs.LG 67%

Evaluating and Improving the Robustness of Security Attack Detectors Generated by LLMs

Samuele Pasini, Jinhan Kim, Tommaso Aiello, Rocio Cabrera Lozoya, Antonino Sabetta, Paolo Tonella

机构 * Samuele Pasini Universit\`a della Svizzera italiana, Switzerland Jinhan Kim Universit\`a della Svizzera italiana, Switzerland Tommaso Aiello SAP Labs France, France Rocio Cabrera Lozoya SAP Labs France, France Antonino Sabetta SAP Labs France, France Paolo Tonella Universit\`a della Svizzera italiana, Switzerland

专题命中检索器与排序：retrieval augmented generation(abstract)；RAG(abstract)

2509.13683 2025-09-18 cs.CL cs.AI 62%

Improving Context Fidelity via Native Retrieval-Augmented Reasoning

Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.CL、cs.AI

Comments Accepted as a main conference paper at EMNLP 2025